Document Type
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BL
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Record Number
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661377
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Doc. No
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dltt
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Main Entry
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Yu, Jun, (College teacher)
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Title & Author
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Modern machine learning techniques and their applications in cartoon animation research /\ Jun Yu, Dacheng Tao.
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Edition Statement
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First edition
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First edition
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Series Statement
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IEEE Press series on systems science and engineering
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Page. NO
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1 online resource (xii, 196 pages) :: illustrations (some color).
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ISBN
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9781118559963
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: 1118559967
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: 9781118559987
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: 1118559983
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9781118115145
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1118115147
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Notes
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"Systems, Man, & Cybernetics Society."
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Edition statement from running title area
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Bibliographies/Indexes
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Includes bibliographical references and index
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Contents
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Introduction -- Modern machine learning techniques -- Animation research: a brief introduction -- Animation research: modern techniques -- Index
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Abstract
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The integration of machine learning techniques and cartoon animation research is fast becoming a hot topic. This book helps readers learn the latest machine learning techniques, including patch alignment framework; spectral clustering, graph cuts, and convex relaxation; ensemble manifold learning; multiple kernel learning; multiview subspace learning; and multiview distance metric learning. It then presents the applications of these modern machine learning techniques in cartoon animation research. With these techniques, users can efficiently utilize the cartoon materials to generate animations
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Subject
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Machine learning.
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Subject
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Computer animation.
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Dewey Classification
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006.6/96
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LC Classification
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Q325.5.Y83 2013eb
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Added Entry
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Tao, Dacheng,1978-
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Added Entry
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Ohio Library and Information Network.
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Wiley Online Library (Online service)
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